An overview of DSPy and GEPA for AI system optimization.

Weekend notes on porting environments, running evaluations, and serving LMs on a cloud-hosted GPU.

My experience building a terminal-based AI agent and demystifying the hype around agents.

My thoughts on vibe-coding as of May 2025.

A recap of building a generative choose-your-own-adventure game in 24 hours at New Builds 2024 hackathon

An exploration of the DDPM paper by Ho et al., covering core concepts of diffusion models for image generation.

A tutorial on evaluating LLM performance using LangSmith for 10-K filing retrieval tasks.

An introduction to LangChain framework for AI applications, including RAG implementation and monitoring.

A tutorial on fine-tuning GPT-2 for classification tasks using the Hugging Face Transformers library.

A step-by-step implementation guide for building multi-layer LSTMs from scratch in Python.

A guide to using GPT-4 Vision API for generating advertising copy from product images.

A detailed breakdown of the Transformer architecture, focusing on encoder-decoder blocks and self-attention.

A regression analysis project predicting IMDb movie ratings and identifying key influential features.

An analysis of ESL Pro League Season 14 Group D performance metrics and player statistics.